mysql滑动订单问题原理与解决方法实例分析
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2024-04-05 16:19:29
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本文实例讲述了mysql滑动订单问题原理与解决方法。分享给大家供大家参考,具体如下:
先根据以下代码来创建表MonthlyOrders并导入一定的数据
?1 2 3 4 5 | CREATE TABLE MonthlyOrders( ordermonth DATE , ordernum INT UNSIGNED, PRIMARY KEY (ordermonth) ); |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | INSERT INTO MonthlyOrders SELECT '2010-02-01' ,23; INSERT INTO MonthlyOrders SELECT '2010-03-01' ,26; INSERT INTO MonthlyOrders SELECT '2010-04-01' ,24; INSERT INTO MonthlyOrders SELECT '2010-05-01' ,27; INSERT INTO MonthlyOrders SELECT '2010-06-01' ,26; INSERT INTO MonthlyOrders SELECT '2010-07-01' ,32; INSERT INTO MonthlyOrders SELECT '2010-08-01' ,34; INSERT INTO MonthlyOrders SELECT '2010-09-01' ,30; INSERT INTO MonthlyOrders SELECT '2010-10-01' ,31; INSERT INTO MonthlyOrders SELECT '2010-11-01' ,32; INSERT INTO MonthlyOrders SELECT '2010-12-01' ,33; INSERT INTO MonthlyOrders SELECT '2011-01-01' ,31; INSERT INTO MonthlyOrders SELECT '2011-02-01' ,34; INSERT INTO MonthlyOrders SELECT '2011-03-01' ,34; INSERT INTO MonthlyOrders SELECT '2011-04-01' ,38; INSERT INTO MonthlyOrders SELECT '2011-05-01' ,39; INSERT INTO MonthlyOrders SELECT '2011-06-01' ,35; INSERT INTO MonthlyOrders SELECT '2011-07-01' ,49; INSERT INTO MonthlyOrders SELECT '2011-08-01' ,56; INSERT INTO MonthlyOrders SELECT '2011-09-01' ,55; INSERT INTO MonthlyOrders SELECT '2011-10-01' ,74; INSERT INTO MonthlyOrders SELECT '2011-11-01' ,75; INSERT INTO MonthlyOrders SELECT '2011-12-01' ,14; |
滑动订单问题是指为每个月返回上一年度(季度或月度)的滑动订单数,即每个月份N,返回N-11到月份N的订单总数。这里,假设月份序列中不存在间断。
执行下面的SQL查询实现每个月返回上一年度的滑动订单总数
?1 2 3 4 5 6 7 8 9 10 | SELECT DATE_FORMAT(a.ordermonth, '%Y%m' ) AS frommonth, DATE_FORMAT(b.ordermonth, '%Y%m' ) AS tomonth, SUM (c.ordernum) AS orders FROM monthlyorders a INNER JOIN monthlyorders b ON DATE_ADD(a.ordermonth, INTERVAL 11 MONTH ) = b.ordermonth INNER JOIN monthlyorders c ON c.ordermonth BETWEEN a.ordermonth AND b.ordermonth GROUP BY a.ordermonth,b.ordermonth; |
运行结果如下图
该查询首先对MonthlyOrders表进行自连接。a表用做下边界(frommonth),b表用做上边界(tomonth)。连接的条件为:
?1 | DATE_ADD(a.ordermonth, INTERVAL 11 MONTH ) = b.ordermonth |
例如,a表中的2010年2月将匹配2011年1月。
完成自连接之后,需要对订单进行统计。这时需要再进行一次自连接,得到范围内每个月的订单数量。因此连接的条件为
?1 | c.ordermonth BETWEEN a.ordermonth AND b.ordermonth |
基于上述方法,我们还可以统计每个季度订单的情况,以此作为和同比增长的比较依据。
?1 2 3 4 5 6 7 8 9 10 11 | SELECT DATE_FORMAT(a.ordermonth, '%Y%m' ) AS frommonth, DATE_FORMAT(b.ordermonth, '%Y%m' ) AS tomonth, SUM (c.ordernum) AS orders FROM monthlyorders a INNER JOIN monthlyorders b ON DATE_ADD(a.ordermonth, INTERVAL 2 MONTH ) = b.ordermonth AND MONTH (a.ordermonth) % 3 = 1 INNER JOIN monthlyorders c ON c.ordermonth BETWEEN a.ordermonth AND b.ordermonth GROUP BY a.ordermonth,b.ordermonth; |
运行结果如下图
希望本文所述对大家MySQL数据库计有所帮助。
原文链接:https://www.cnblogs.com/chenqionghe/p/4679800.html
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